Introduction: Artificial Intelligence (AI) is reshaping workplace innovation through technologies such as robotics, augmented reality, IoT, and the metaverse. Within the Industry 4.0 paradigm—centered on flexibility, resilience, precision, and productivity—Human Resources (HR) must adapt to align human potential with technological advancements. Methodology: This study explores AI integration in HR functions, focusing on HR automation, organizational network analysis, and structural design, in the context of technological convergence and agile practices. Results: The analysis reveals that all five AI dimensions—employee performance, occupational safety, salary administration, employee morale, and real-time feedback—significantly affect organizational network analysis. However, only employee performance, salary administration, and morale impact HR digitalization. In terms of organizational design, morale, safety, and real-time feedback are key influencing factors. The conceptual model shows that 75% of the variation in organizational network analysis is explained by the five AI dimensions. Discussion: These results underscore the critical role of AI in supporting agile HR practices that enhance talent retention, performance alignment, and workforce optimization. Conclusions: Strategically integrating AI into HR functions is essential for creating synergy between human capital and technological infrastructure, fostering innovation, operational efficiency, and sustainable growth within Industry 4.0 environments.
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Sabu Thomas
Central Electrochemical Research Institute
Dhanya S. Nair
Girls Incorporated
Jeena Joseph
Cochin University of Science and Technology
European Public & Social Innovation Review
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Thomas et al. (Fri,) studied this question.
synapsesocial.com/papers/68e24e6fd6d66a53c2473bf7 — DOI: https://doi.org/10.31637/epsir-2026-2044